Genetics

Latest AI and machine learning research in genetics for healthcare professionals.

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Showing 5650-5670 of 11,138 articles
Prediction of plant lncRNA by ensemble machine learning classifiers.

BACKGROUND: In plants, long non-protein coding RNAs are believed to have essential roles in developm...

May 2018 29720103
Identifying 5-methylcytosine sites in RNA sequence using composite encoding feature into Chou's PseKNC.

This study examines accurate and efficient computational method for identification of 5-methylcytosi...

May 2018 29727634
Evolutionary pruning of transfer learned deep convolutional neural network for breast cancer diagnosis in digital breast tomosynthesis.

Deep learning models are highly parameterized, resulting in difficulty in inference and transfer lea...

May 2018 29616660
Semantic segmentation of mFISH images using convolutional networks.

Multicolor in situ hybridization (mFISH) is a karyotyping technique used to detect major chromosomal...

Apr 2018 29710381
Optimizing the Use of a Liquid Handling Robot to Conduct a High Throughput Forward Chemical Genetics Screen of Arabidopsis thaliana.

Chemical genetics is increasingly being employed to decode traits in plants that may be recalcitrant...

Apr 2018 29757282
Building predictive in vitro pulmonary toxicity assays using high-throughput imaging and artificial intelligence.

Human lungs are susceptible to the toxicity induced by soluble xenobiotics. However, the direct cell...

Apr 2018 29705884
Electrical resistivity imaging inversion: An ISFLA trained kernel principal component wavelet neural network approach.

The traditional artificial neural network (ANN) inversion of electrical resistivity imaging (ERI) ba...

Apr 2018 29775850
Multi-target drug repositioning by bipartite block-wise sparse multi-task learning.

BACKGROUND: Finding potential drug targets is a crucial step in drug discovery and development. Rece...

Apr 2018 29745839
A machine learning based framework to identify and classify long terminal repeat retrotransposons.

Transposable elements (TEs) are repetitive nucleotide sequences that make up a large portion of euka...

Apr 2018 29684010
Supervised machine learning reveals introgressed loci in the genomes of Drosophila simulans and D. sechellia.

Hybridization and gene flow between species appears to be common. Even though it is clear that hybri...

Apr 2018 29684059
A hierarchical clustering method for dimension reduction in joint analysis of multiple phenotypes.

Genome-wide association studies (GWAS) have become a very effective research tool to identify geneti...

Apr 2018 29682782
GGDonto ontology as a knowledge-base for genetic diseases and disorders of glycan metabolism and their causative genes.

BACKGROUND: Inherited mutations in glyco-related genes can affect the biosynthesis and degradation o...

Apr 2018 29669592
Heterogeneity Analysis and Diagnosis of Complex Diseases Based on Deep Learning Method.

Understanding genetic mechanism of complex diseases is a serious challenge. Existing methods often n...

Apr 2018 29670206
Predicting lithium treatment response in bipolar patients using gender-specific gene expression biomarkers and machine learning.

We sought to test the hypothesis that transcriptome-level gene signatures are differentially expres...

Apr 2018 30828420
A machine learning model to determine the accuracy of variant calls in capture-based next generation sequencing.

BACKGROUND: Next generation sequencing (NGS) has become a common technology for clinical genetic tes...

Apr 2018 29665779
A unified hierarchical oscillatory network model of head direction cells, spatially periodic cells, and place cells.

Spatial cells in the hippocampal complex play a pivotal role in the navigation of an animal. Exact n...

Apr 2018 29575125
Accurate identification of RNA editing sites from primitive sequence with deep neural networks.

RNA editing is a post-transcriptional RNA sequence alteration. Current methods have identified editi...

Apr 2018 29662087
Long-term outcome in inherited nephrogenic diabetes insipidus.

BACKGROUND: Inherited nephrogenic diabetes insipidus (NDI) is a rare disorder characterized by impai...

Apr 2018 30976394
Why Deep Learning Is Changing the Way to Approach NGS Data Processing: A Review.

Nowadays, big data analytics in genomics is an emerging research topic. In fact, the large amount of...

Apr 2018 29993643
Brain-Wide Genome-Wide Association Study for Alzheimer's Disease via Joint Projection Learning and Sparse Regression Model.

Brain-wide and genome-wide association (BW-GWA) study is presented in this paper to identify the ass...

Apr 2018 29993426
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